Your Mission As a Data Validation &amp; Analytics Intern at Predium, you will develop and implement a robust validation framework to evaluate Predium’s envelope, system, and energy demand approximations against ground-truth data. You will generate actionable insights to refine predictive models and clearly document validation outcomes. Your Responsibilities Ground-Truth Dataset Creation: Build a harmonized dataset that serves as the foundation for subsequent model evaluation.Metric Definition &amp; Pipeline Design: Define evaluation metrics and implement an automated evaluation pipeline.Statistical Analysis: Conduct large-scale analyses to detect systematic deviations and identify meaningful clusters for result segmentation (e.g., by building typology, region, or other data patterns).Model Optimization: Support the refinement of Predium’s approximation algorithms to improve accuracy and validate results on hold-out datasets.Documentation &amp; Communication: Create a final report, integrate findings into the Predium Academy, and prepare a stakeholder presentation at the end of the internship. Your Profile Education: Currently enrolled in a degree program in Informatics, Data Science, Energy Engineering, or a related field.Technical Skills: Experience with Python, pandas, and SQL; ideally familiar with statistical libraries like NumPy or SciPy.Working Style: Analytical, self-driven, and solution-oriented. You enjoy turning data into actionable insights.Availability: Available for a full-time internship for a duration of 3 months.Language Skills: Strong written and verbal communication skills in English or German Why Predium? Our Company Culture: At Predium, it’s not just about the work we do, but also the way we collaborate and achieve success together. We embrace a strong performance culture built on trust, self-responsibility, and clear goals. Our way of working: We follow an office-driven way of working to promote collaboration within and between the individual teams. Our employees enjoy coming to our new, wonderful office in the heart of Munich (Werksviertel). Therefore, we expect you to be onsite at least 3 days a week for the role. Our Benefits: Predium not only offers an environment in which you can grow, but also numerous benefits that enrich your everyday working life, i.a.: <ul><li>Subsidized Wellpass membership </li><li>Allowance for your Deutschland-Ticket</li><li>Free snacks and drinks in the office</li><li>30 paid vacation days per year</li><li>Team-internal and company-wide events</li></ul>

Every building owner, real estate portfolio holder, developer and investor faces the challenge that data on buildings, energy consumption, CO2 emissions, tenants and climate risks is either not available or scattered in different places. They also lack the tools to act on their ambitions to become sustainable while remaining profitable. Predium&rsquo;s end-to-end platform empowers you to efficiently manage key building data and cost-effectively identify renovation opportunities. Our proprietary technology helps you to: 1) Automate data collection and monitor portfolio-wide ESG data in one dashboard. 2) Prioritize renovation opportunities and identify subsidy and financial incentives. 3) Track and communicate progress according to industry standards. Contact us to experience the future of real estate management.

Data Validation & Analysis Intern (f/m/d)

Your Mission As a Data Validation &amp; Analytics Intern at Predium, you will develop and implement a robust validation framework to evaluate Predium’s envelope, system, and energy demand approximations against ground-truth data. You will generate actionable insights to refine predictive models and clearly document validation outcomes. Your Responsibilities Ground-Truth Dataset Creation: Build a harmonized dataset that serves as the foundation for subsequent model evaluation.Metric Definition &amp; Pipeline Design: Define evaluation metrics and implement an automated evaluation pipeline.Statistical Analysis: Conduct large-scale analyses to detect systematic deviations and identify meaningful clusters for result segmentation (e.g., by building typology, region, or other data patterns).Model Optimization: Support the refinement of Predium’s approximation algorithms to improve accuracy and validate results on hold-out datasets.Documentation &amp; Communication: Create a final report, integrate findings into the Predium Academy, and prepare a stakeholder presentation at the end of the internship. Your Profile Education: Currently enrolled in a degree program in Informatics, Data Science, Energy Engineering, or a related field.Technical Skills: Experience with Python, pandas, and SQL; ideally familiar with statistical libraries like NumPy or SciPy.Working Style: Analytical, self-driven, and solution-oriented. You enjoy turning data into actionable insights.Availability: Available for a full-time internship for a duration of 3 months.Language Skills: Strong written and verbal communication skills in English or German Why Predium? Our Company Culture: At Predium, it’s not just about the work we do, but also the way we collaborate and achieve success together. We embrace a strong performance culture built on trust, self-responsibility, and clear goals. Our way of working: We follow an office-driven way of working to promote collaboration within and between the individual teams. Our employees enjoy coming to our new, wonderful office in the heart of Munich (Werksviertel). Therefore, we expect you to be onsite at least 3 days a week for the role. Our Benefits: Predium not only offers an environment in which you can grow, but also numerous benefits that enrich your everyday working life, i.a.: <ul><li>Subsidized Wellpass membership&nbsp;</li><li>Allowance for your Deutschland-Ticket</li><li>Free&nbsp;snacks and drinks in the office</li><li>30 paid vacation days per year</li><li>Team-internal and company-wide&nbsp;events</li></ul>

Data Validation & Analysis Intern (f/m/d)

About the Job

About the Company

Predium

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